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Mistralai Code Instruct Finetune Alpaca by tenange

 »  All LLMs  »  tenange  »  Mistralai Code Instruct Finetune Alpaca   URL Share it on

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  Autotrain compatible   Conversational Dataset:tokenbender/code instr...   Endpoints compatible   Finetuned   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/tenange/mistralai-Code-Instruct-Finetune-Alpaca 

Mistralai Code Instruct Finetune Alpaca Benchmarks

LLME Score: 0.19869
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistralai Code Instruct Finetune Alpaca (tenange/mistralai-Code-Instruct-Finetune-Alpaca)

Mistralai Code Instruct Finetune Alpaca Parameters and Internals

Training Details 
Data Sources:
TokenBender/code_instructions_122k_alpaca_style
Methodology:
finetuned using TokenBender/code_instructions_122k_alpaca_style
LLM NameMistralai Code Instruct Finetune Alpaca
Repository 🤗https://huggingface.co/tenange/mistralai-Code-Instruct-Finetune-Alpaca 
Model Size7b
Required VRAM14.5 GB
Updated2025-02-01
Maintainertenange
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32768
Torch Data Typefloat16

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...1 Summarize 64K LoRANET Merged128K / 14.4 GB50
Mistral 7B Instruct V0.232K / 14.4 GB33160952630
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...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB37145
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Note: green Score (e.g. "73.2") means that the model is better than tenange/mistralai-Code-Instruct-Finetune-Alpaca.

Rank the Mistralai Code Instruct Finetune Alpaca Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241227
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